Fold 0
Model 0 best validation prc-auc = 0.531215 on epoch 31
Model 0 test prc-auc = 0.585806
Ensemble test prc-auc = 0.585806
Fold 1
Model 0 best validation prc-auc = 0.541110 on epoch 23
Model 0 test prc-auc = 0.586841
Ensemble test prc-auc = 0.586841
Fold 2
Model 0 best validation prc-auc = 0.540650 on epoch 32
Model 0 test prc-auc = 0.533971
Ensemble test prc-auc = 0.533971
Fold 3
Model 0 best validation prc-auc = 0.555871 on epoch 19
Model 0 test prc-auc = 0.524572
Ensemble test prc-auc = 0.524572
Fold 4
Model 0 best validation prc-auc = 0.533909 on epoch 20
Model 0 test prc-auc = 0.604060
Ensemble test prc-auc = 0.604060
Fold 5
Model 0 best validation prc-auc = 0.562308 on epoch 24
Model 0 test prc-auc = 0.435849
Ensemble test prc-auc = 0.435849
Fold 6
Model 0 best validation prc-auc = 0.546969 on epoch 22
Model 0 test prc-auc = 0.623388
Ensemble test prc-auc = 0.623388
Fold 7
Model 0 best validation prc-auc = 0.567249 on epoch 27
Model 0 test prc-auc = 0.499300
Ensemble test prc-auc = 0.499300
Fold 8
Model 0 best validation prc-auc = 0.543579 on epoch 28
Model 0 test prc-auc = 0.606647
Ensemble test prc-auc = 0.606647
Fold 9
Model 0 best validation prc-auc = 0.543184 on epoch 23
Model 0 test prc-auc = 0.612355
Ensemble test prc-auc = 0.612355
10-fold cross validation
	Seed 0 ==> test prc-auc = 0.585806
	Seed 1 ==> test prc-auc = 0.586841
	Seed 2 ==> test prc-auc = 0.533971
	Seed 3 ==> test prc-auc = 0.524572
	Seed 4 ==> test prc-auc = 0.604060
	Seed 5 ==> test prc-auc = 0.435849
	Seed 6 ==> test prc-auc = 0.623388
	Seed 7 ==> test prc-auc = 0.499300
	Seed 8 ==> test prc-auc = 0.606647
	Seed 9 ==> test prc-auc = 0.612355
Overall test prc-auc = 0.561279 +/- 0.057686
Elapsed time = 0:06:23
Fold 0
Model 0 best validation prc-auc = 0.531215 on epoch 31
Model 0 test prc-auc = 0.585806
Ensemble test prc-auc = 0.585806
Fold 1
Model 0 best validation prc-auc = 0.541110 on epoch 23
Model 0 test prc-auc = 0.586841
Ensemble test prc-auc = 0.586841
Fold 2
Model 0 best validation prc-auc = 0.540650 on epoch 32
Model 0 test prc-auc = 0.533971
Ensemble test prc-auc = 0.533971
Fold 3
Model 0 best validation prc-auc = 0.555871 on epoch 19
Model 0 test prc-auc = 0.524572
Ensemble test prc-auc = 0.524572
Fold 4
Model 0 best validation prc-auc = 0.533909 on epoch 20
Model 0 test prc-auc = 0.604060
Ensemble test prc-auc = 0.604060
Fold 5
Model 0 best validation prc-auc = 0.562308 on epoch 24
Model 0 test prc-auc = 0.435849
Ensemble test prc-auc = 0.435849
Fold 6
Model 0 best validation prc-auc = 0.546969 on epoch 22
Model 0 test prc-auc = 0.623388
Ensemble test prc-auc = 0.623388
Fold 7
Model 0 best validation prc-auc = 0.567249 on epoch 27
Model 0 test prc-auc = 0.499300
Ensemble test prc-auc = 0.499300
Fold 8
Model 0 best validation prc-auc = 0.543579 on epoch 28
Model 0 test prc-auc = 0.606647
Ensemble test prc-auc = 0.606647
Fold 9
Model 0 best validation prc-auc = 0.543184 on epoch 23
Model 0 test prc-auc = 0.612355
Ensemble test prc-auc = 0.612355
10-fold cross validation
	Seed 0 ==> test prc-auc = 0.585806
	Seed 1 ==> test prc-auc = 0.586841
	Seed 2 ==> test prc-auc = 0.533971
	Seed 3 ==> test prc-auc = 0.524572
	Seed 4 ==> test prc-auc = 0.604060
	Seed 5 ==> test prc-auc = 0.435849
	Seed 6 ==> test prc-auc = 0.623388
	Seed 7 ==> test prc-auc = 0.499300
	Seed 8 ==> test prc-auc = 0.606647
	Seed 9 ==> test prc-auc = 0.612355
Overall test prc-auc = 0.561279 +/- 0.057686
Elapsed time = 0:07:02
Fold 0
Model 0 best validation prc-auc = 0.531215 on epoch 31
Model 0 test prc-auc = 0.585806
Ensemble test prc-auc = 0.585806
Fold 1
Model 0 best validation prc-auc = 0.541110 on epoch 23
Model 0 test prc-auc = 0.586841
Ensemble test prc-auc = 0.586841
Fold 2
Model 0 best validation prc-auc = 0.540650 on epoch 32
Model 0 test prc-auc = 0.533971
Ensemble test prc-auc = 0.533971
Fold 3
Model 0 best validation prc-auc = 0.555871 on epoch 19
Model 0 test prc-auc = 0.524572
Ensemble test prc-auc = 0.524572
Fold 4
Model 0 best validation prc-auc = 0.533909 on epoch 20
Model 0 test prc-auc = 0.604060
Ensemble test prc-auc = 0.604060
Fold 5
Model 0 best validation prc-auc = 0.562308 on epoch 24
Model 0 test prc-auc = 0.435849
Ensemble test prc-auc = 0.435849
Fold 6
Model 0 best validation prc-auc = 0.546969 on epoch 22
Model 0 test prc-auc = 0.623388
Ensemble test prc-auc = 0.623388
Fold 7
Model 0 best validation prc-auc = 0.567249 on epoch 27
Model 0 test prc-auc = 0.499300
Ensemble test prc-auc = 0.499300
Fold 8
Model 0 best validation prc-auc = 0.543579 on epoch 28
Model 0 test prc-auc = 0.606647
Ensemble test prc-auc = 0.606647
Fold 9
Model 0 best validation prc-auc = 0.543184 on epoch 23
Model 0 test prc-auc = 0.612355
Ensemble test prc-auc = 0.612355
10-fold cross validation
	Seed 0 ==> test prc-auc = 0.585806
	Seed 1 ==> test prc-auc = 0.586841
	Seed 2 ==> test prc-auc = 0.533971
	Seed 3 ==> test prc-auc = 0.524572
	Seed 4 ==> test prc-auc = 0.604060
	Seed 5 ==> test prc-auc = 0.435849
	Seed 6 ==> test prc-auc = 0.623388
	Seed 7 ==> test prc-auc = 0.499300
	Seed 8 ==> test prc-auc = 0.606647
	Seed 9 ==> test prc-auc = 0.612355
Overall test prc-auc = 0.561279 +/- 0.057686
Elapsed time = 0:06:00
